神经网络与玻色子力学系统---验证实例二分类minst 0，3
由相同的玻色子系集组成的力学系統等效于由--组振子组成的力学系统—这两个系铳恰恰是从两种不同观点来看待的同一个系统.
所以就先用实验验证神经网络是否可能是振子动力系统。
假设一个场景
如图 按照公式
可以得到
如果ωa，ωb，ωc是已知的情况下ma，mb，mc是可以求出来的，而图C和图D是等价的。
再假设
可以得到
只要ω03, ωx0, ωx3是已知的ωx，ω0，ω3就都可以解出来。
现在假设两根弹簧折合成一根弹簧的并联过程就是二分类的过程。
让一个二分类的网络模拟这个并联的过程。
制作一个带有1个3*3卷积核网络三层节点数分别是49*30*2的网络，分类minst的0和3，将28*28的图片缩小到9*9，让0向1，0收敛，让3向0，1收敛。将这个网络简写成
d2（minst0,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
就相当于A：m03=m0+m3
| 具体进样顺序 |
|||
| δ=0.1 |
|||
| 初始化权重 |
|||
| 迭代次数 |
|||
| minst 0-1 |
1 |
判断是否达到收敛 |
|
| minst 3-1 |
2 |
判断是否达到收敛 |
|
| 梯度下降 |
|||
| minst 0-2 |
3 |
判断是否达到收敛 |
|
| minst 3-2 |
4 |
判断是否达到收敛 |
|
| 梯度下降 |
|||
| …… |
|||
| minst 0-4999 |
9997 |
判断是否达到收敛 |
|
| minst 3-4999 |
9998 |
判断是否达到收敛 |
|
| 梯度下降 |
|||
| …… |
|||
| 如果4999图片内没有达到收敛标准再次从头循环 |
|||
| minst 0-1 |
9999 |
判断是否达到收敛 |
|
| minst 3-1 |
10000 |
判断是否达到收敛 |
|
| 梯度下降 |
|||
| …… |
|||
| 每当网路达到收敛标准记录迭代次数和对应的准确率测试结果 |
|||
| 将这一过程重复199次 |
|||
| δ=0.01 |
|||
| … |
|||
| δ=1e-7 |
|||
收敛条件是
if (Math.abs(f2[0]-y[0])< δ && Math.abs(f2[1]-y[1])< δ )
因为对应每个δ都有一个n与之对应，所以可以得到一条稳定的n（δ）曲线，这条曲线已经在《带卷积核二分类0,3网络的收敛时间估算表达式》2019-1-21 的文中测出来了。
再用同样的办法做另外的两个网络
d2（minstx,0）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
意思是用同样的网络分类minst的0和一张x图片，让0向1，0收敛，让x向0，1收敛
d2（minstx,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
意思是用同样的网络分类minst的3和一张x图片，让x向1，0收敛，让3向0，1收敛
这张图片x就是一个9*9的二维数组是固定不变的
double [][]x=new double[9][9];
for(int n=0 ;n<9;n++){
for(int m=0 ;m<9 ;m++){
x[n][m]=((double)(n+1)*(m+1)/100);
}}
A，B，C分别对应三个网络
d2（minst0,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
d2（minstx,0）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
d2（minstx,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
ωx0，ωx3都可以用实验的办法测出来。未知数ωx，ω0，ω3可以被解出来。
得到的具体数据是
| δ |
实测ω03 |
实测ωx0 |
实测ωx3 |
计算ωx |
计算ω0 |
计算ω3 |
| 0.1 |
2567.64824 |
2472.38693 |
2843.21106 |
2715.45568 |
2284.73315 |
2990.87999 |
| 0.01 |
3501.43216 |
3167.76382 |
3544.48744 |
3199.53919 |
3136.91673 |
4032.11694 |
| 0.001 |
4664.52261 |
4400.33668 |
4820.29648 |
4530.38891 |
4280.87772 |
5174.08454 |
| 1.00E-04 |
7099.92965 |
6164.71859 |
6978.57789 |
6084.7796 |
6247.8933 |
8434.03384 |
| 9.00E-05 |
7262.70854 |
6342.79899 |
7104.30653 |
6236.46545 |
6454.76391 |
8477.21118 |
| 8.00E-05 |
7505.92462 |
6398.79899 |
7130.75879 |
6161.57227 |
6665.72063 |
8772.92196 |
| 7.00E-05 |
7687.36181 |
6637.88442 |
7371.58291 |
6431.38513 |
6865.64373 |
8898.55182 |
| 6.00E-05 |
8094.29648 |
6804.88945 |
7449.11055 |
6407.92994 |
7286.12435 |
9249.21599 |
| 5.00E-05 |
8405.38693 |
7217 |
7869.41206 |
6869.1536 |
7623.67612 |
9490.42598 |
| 4.00E-05 |
8815.39196 |
7507.39196 |
8247.65327 |
7147.35156 |
7927.96975 |
10088.0889 |
| 3.00E-05 |
9679.42211 |
7946.28643 |
8691.75377 |
7372.00622 |
8679.76928 |
11129.4867 |
| 2.00E-05 |
10461.6683 |
8857.38191 |
9574.88945 |
8299.61308 |
9545.19554 |
11705.6258 |
| 1.00E-05 |
12683.5427 |
10095.7136 |
11718.7387 |
9588.39932 |
10693.1343 |
16469.7102 |
| 9.00E-06 |
13059.9899 |
10820.3769 |
11719.1508 |
10020.3203 |
11848.8296 |
14739.2675 |
| 8.00E-06 |
13171.0854 |
10830.608 |
11574.3568 |
9889.28739 |
12104.6926 |
14580.2446 |
| 7.00E-06 |
13862.5226 |
11451.1809 |
11937.7236 |
10292.6661 |
13116.2951 |
14752.5675 |
| 6.00E-06 |
15417.608 |
11989.7337 |
12655.9447 |
10545.2282 |
14256.6096 |
16917.963 |
| 5.00E-06 |
15919.5578 |
12050.6683 |
12682.5879 |
10449.9475 |
14720.2973 |
17469.5344 |
| 4.00E-06 |
18205.7236 |
13025.0905 |
14408.3266 |
11400.291 |
15627.8854 |
22705.9688 |
| 3.00E-06 |
22269.5176 |
14325.3719 |
14575.5226 |
11498.3693 |
21406.6811 |
23245.8734 |
| 2.00E-06 |
31163.5879 |
15382.9698 |
16755.5327 |
12164.2872 |
24298.8013 |
52292.4529 |
| 1.00E-06 |
47298.6985 |
19339.2412 |
20969.9246 |
14905.7272 |
34367.2383 |
145363.959 |
| 9.00E-07 |
50701.3417 |
20197.5528 |
22850.0955 |
15855.9126 |
32878.0026 |
#NUM! |
| 8.00E-07 |
50896.8342 |
19328.6583 |
20826.6985 |
14750.4156 |
36339.8516 |
259804.977 |
| 7.00E-07 |
62449.5578 |
21669.5729 |
22533.8643 |
16132.0363 |
48991.1355 |
101964.624 |
| 6.00E-07 |
64837.9095 |
23628.8191 |
26764.2563 |
18413.9071 |
39748.2608 |
#NUM! |
| 5.00E-07 |
77875.1206 |
24159.4422 |
25705.7839 |
18072.4461 |
52355.4169 |
#NUM! |
| 4.00E-07 |
88745.7337 |
24202.1357 |
27742.3869 |
18635.2915 |
43238.0244 |
#NUM! |
| 3.00E-07 |
114492.683 |
30488.2161 |
32549.4422 |
22683.9814 |
69299.9913 |
#NUM! |
| 2.00E-07 |
141850.724 |
35339.0101 |
38927.1809 |
26622.0644 |
72449.8858 |
#NUM! |
| 1.00E-07 |
1.82E+05 |
41935.7035 |
52710.397 |
33360.7943 |
64718.8522 |
#NUM! |
再由质量可以得到方程组
根据
所以如果假设mx=1则m0，m3，mx0，mx3，m03都可以解出来得到的数据是
| δ |
mx |
m0 |
m3 |
mxo |
mx3 |
m03 |
| 0.1 |
1 |
1.412585 |
0.824304 |
2.412585 |
1.824304 |
2.236889 |
| 0.01 |
1 |
1.040325 |
0.629664 |
2.040325 |
1.629664 |
1.669988 |
| 0.001 |
1 |
1.119967 |
0.766662 |
2.119967 |
1.766662 |
1.886629 |
| 1.00E-04 |
1 |
0.948468 |
0.520498 |
1.948468 |
1.520498 |
1.468966 |
| 9.00E-05 |
1 |
0.933504 |
0.541217 |
1.933504 |
1.541217 |
1.474721 |
| 8.00E-05 |
1 |
0.854454 |
0.493281 |
1.854454 |
1.493281 |
1.347736 |
| 7.00E-05 |
1 |
0.877499 |
0.522361 |
1.877499 |
1.522361 |
1.399859 |
| 6.00E-05 |
1 |
0.773468 |
0.479983 |
1.773468 |
1.479983 |
1.253451 |
| 5.00E-05 |
1 |
0.811853 |
0.523884 |
1.811853 |
1.523884 |
1.335737 |
| 4.00E-05 |
1 |
0.812767 |
0.501964 |
1.812767 |
1.501964 |
1.314731 |
| 3.00E-05 |
1 |
0.721365 |
0.438754 |
1.721365 |
1.438754 |
1.160119 |
| 2.00E-05 |
1 |
0.756042 |
0.50272 |
1.756042 |
1.50272 |
1.258762 |
| 1.00E-05 |
1 |
0.804048 |
0.338938 |
1.804048 |
1.338938 |
1.142986 |
| 9.00E-06 |
1 |
0.715175 |
0.46218 |
1.715175 |
1.46218 |
1.177355 |
| 8.00E-06 |
1 |
0.667456 |
0.460045 |
1.667456 |
1.460045 |
1.127501 |
| 7.00E-06 |
1 |
0.615791 |
0.486766 |
1.615791 |
1.486766 |
1.102557 |
| 6.00E-06 |
1 |
0.547116 |
0.388522 |
1.547116 |
1.388522 |
0.935638 |
| 5.00E-06 |
1 |
0.503959 |
0.357821 |
1.503959 |
1.357821 |
0.86178 |
| 4.00E-06 |
1 |
0.532147 |
0.252088 |
1.532147 |
1.252088 |
0.784235 |
| 3.00E-06 |
1 |
0.288519 |
0.24467 |
1.288519 |
1.24467 |
0.533189 |
| 2.00E-06 |
1 |
0.250613 |
0.054112 |
1.250613 |
1.054112 |
0.304725 |
| 1.00E-06 |
1 |
0.188112 |
0.010515 |
1.188112 |
1.010515 |
0.198627 |
| 9.00E-07 |
1 |
0.23258 |
#NUM! |
1.23258 |
#NUM! |
#NUM! |
| 8.00E-07 |
1 |
0.164756 |
0.003223 |
1.164756 |
1.003223 |
0.16798 |
| 7.00E-07 |
1 |
0.108428 |
0.025031 |
1.108428 |
1.025031 |
0.13346 |
| 6.00E-07 |
1 |
0.214613 |
#NUM! |
1.214613 |
#NUM! |
#NUM! |
| 5.00E-07 |
1 |
0.119155 |
#NUM! |
1.119155 |
#NUM! |
#NUM! |
| 4.00E-07 |
1 |
0.185755 |
#NUM! |
1.185755 |
#NUM! |
#NUM! |
| 3.00E-07 |
1 |
0.107145 |
#NUM! |
1.107145 |
#NUM! |
#NUM! |
| 2.00E-07 |
1 |
0.135023 |
#NUM! |
1.135023 |
#NUM! |
#NUM! |
| 1.00E-07 |
1 |
0.265712 |
#NUM! |
1.265712 |
#NUM! |
#NUM! |
比较这个网络的
d2（minst0,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
ω0和ω3曲线
看到这两条曲线明显分开，表明参与分类的minst0和minst3相对图片x是有特征的频率的。所以可以被区分。
比较m0和m3的曲线
这个结果表明被分类对象是有特征质量的。
与之对应的弹性系数k
这个实验表明
d2（minst0,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
d2（minstx,0）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
d2（minstx,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
这三个网络组成的系统确实可以看作是一种振子动力系统，所以如果这三个网络同样也可以看作是玻色子动力系统那就可以很好的解释为什么图片有质量。
| 实验数据 |
| 学习率 0.1 |
| 权重初始化方式 |
| Random rand1 =new Random(); |
| int ti1=rand1.nextInt(98)+1; |
| int xx=1; |
| if(ti1%2==0) |
| { xx=-1;} |
| tw[a][b]=xx*((double)ti1/x); |
| 第一层第二层和卷积核的权重的初始化的x分别为1000,1000,200 |
d2（minst0,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)
的n（δ）=ω已经在《带卷积核二分类0,3网络的收敛时间估算表达式》2019-1-21中给出了。
d2（minstx,0）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)的数据已经在《神经网络与并联的弹簧》2019-2-2中给出了
d2（minstx,3）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)的数据
| x3 |
||||||||
| f2[0] |
f2[1] |
迭代次数n |
平均准确率p-ave |
δ |
耗时ms/次 |
耗时ms/199次 |
耗时 min/199次 |
最大准确率p-max |
| 0.493309093 |
0.503311488 |
18.74372 |
0.507547789 |
0.5 |
676.2512563 |
134589 |
2.24315 |
0.772361809 |
| 0.390020124 |
0.609497666 |
1909.151 |
0.517315219 |
0.4 |
988.7336683 |
196859 |
3.280983333 |
0.667336683 |
| 0.28506289 |
0.715085437 |
2169.09 |
0.554879927 |
0.3 |
1034.41206 |
205880 |
3.431333333 |
0.757788945 |
| 0.179976678 |
0.820018634 |
2539.432 |
0.591694654 |
0.2 |
1093.311558 |
217584 |
3.6264 |
0.85879397 |
| 0.083988034 |
0.916054269 |
2843.211 |
0.594760233 |
0.1 |
1150.477387 |
228946 |
3.815766667 |
0.863316583 |
| 0.007258006 |
0.992769866 |
3544.487 |
0.561256029 |
0.01 |
1264.733668 |
251698 |
4.194966667 |
0.78241206 |
| 7.14E-04 |
0.999286997 |
4820.296 |
0.540481301 |
0.001 |
1476.100503 |
293760 |
4.896 |
0.867839196 |
| 7.26E-05 |
0.999927391 |
6978.578 |
0.537041994 |
1.00E-04 |
1855.79397 |
369303 |
6.15505 |
0.758291457 |
| 6.23E-05 |
0.999937743 |
7104.307 |
0.53518598 |
9.00E-05 |
1876.105528 |
373345 |
6.222416667 |
0.766331658 |
| 5.53E-05 |
0.9999448 |
7130.759 |
0.539521729 |
8.00E-05 |
1879.663317 |
374053 |
6.234216667 |
0.749748744 |
| 4.90E-05 |
0.999951059 |
7371.583 |
0.535408197 |
7.00E-05 |
1911.658291 |
380420 |
6.340333333 |
0.769849246 |
| 4.16E-05 |
0.999958477 |
7449.111 |
0.539991414 |
6.00E-05 |
2068.256281 |
411599 |
6.859983333 |
0.780904523 |
| 3.49E-05 |
0.999965207 |
7869.412 |
0.539945961 |
5.00E-05 |
2012.859296 |
400576 |
6.676266667 |
0.792462312 |
| 2.81E-05 |
0.999971867 |
8247.653 |
0.533817328 |
4.00E-05 |
1101.492462 |
219197 |
3.653283333 |
0.730150754 |
| 2.08E-05 |
0.999979245 |
8691.754 |
0.528640691 |
3.00E-05 |
2115.311558 |
420947 |
7.015783333 |
0.705025126 |
| 1.36E-05 |
0.999986383 |
9574.889 |
0.526448827 |
2.00E-05 |
2253.768844 |
448500 |
7.475 |
0.779899497 |
| 6.93E-06 |
0.999993067 |
11718.74 |
0.528451302 |
1.00E-05 |
2608.663317 |
519140 |
8.652333333 |
0.748241206 |
| 6.45E-06 |
0.999993565 |
11719.15 |
0.531928487 |
9.00E-06 |
2626.135678 |
522617 |
8.710283333 |
0.783417085 |
| 5.57E-06 |
0.999994427 |
11574.36 |
0.52622661 |
8.00E-06 |
2553.256281 |
508114 |
8.468566667 |
0.753266332 |
| 4.78E-06 |
0.999995214 |
11937.72 |
0.5224161 |
7.00E-06 |
2576.552764 |
512734 |
8.545566667 |
0.777889447 |
| 4.21E-06 |
0.999995794 |
12655.94 |
0.529817429 |
6.00E-06 |
2366.839196 |
471002 |
7.850033333 |
0.827638191 |
| 3.53E-06 |
0.999996472 |
12682.59 |
0.524592813 |
5.00E-06 |
2764.628141 |
550162 |
9.169366667 |
0.705025126 |
| 2.69E-06 |
0.999997314 |
14408.33 |
0.522847908 |
4.00E-06 |
3053.396985 |
607642 |
10.12736667 |
0.734673367 |
| 2.08E-06 |
0.999997923 |
14575.52 |
0.522640842 |
3.00E-06 |
3078.025126 |
612527 |
10.20878333 |
0.709045226 |
| 1.39E-06 |
0.999998611 |
16755.53 |
0.519496982 |
2.00E-06 |
3446.693467 |
685909 |
11.43181667 |
0.698994975 |
| 6.91E-07 |
0.999999309 |
20969.92 |
0.520701497 |
1.00E-06 |
4137.407035 |
823344 |
13.7224 |
0.727638191 |
| 6.33E-07 |
0.999999367 |
22850.1 |
0.519489407 |
9.00E-07 |
4272.984925 |
850324 |
14.17206667 |
0.753768844 |
| 5.53E-07 |
0.999999448 |
20826.7 |
0.522822656 |
8.00E-07 |
4081.442211 |
812210 |
13.53683333 |
0.751256281 |
| 4.67E-07 |
0.999999534 |
22533.86 |
0.519337895 |
7.00E-07 |
4354.537688 |
866557 |
14.44261667 |
0.755276382 |
| 4.30E-07 |
0.99999957 |
26764.26 |
0.520085351 |
6.00E-07 |
5050.296482 |
1005014 |
16.75023333 |
0.634170854 |
| 3.48E-07 |
0.999999653 |
25705.78 |
0.521582788 |
5.00E-07 |
4814.909548 |
958174 |
15.96956667 |
0.704522613 |
| 2.81E-07 |
0.999999718 |
27742.39 |
0.52134037 |
4.00E-07 |
5159.592965 |
1026764 |
17.11273333 |
0.770351759 |
| 2.12E-07 |
0.999999788 |
32549.44 |
0.519428802 |
3.00E-07 |
5959.809045 |
1186006 |
19.76676667 |
0.67839196 |
| 1.53E-07 |
0.999999847 |
38927.18 |
0.519385874 |
2.00E-07 |
7040.874372 |
1401143 |
23.35238333 |
0.631155779 |
| 7.51E-08 |
0.999999925 |
52710.4 |
0.526009444 |
1.00E-07 |
9378.944724 |
1866415 |
31.10691667 |
0.811557789 |
f2[0] f2[1] 迭代次数n 平均准确率p-ave δ 耗时ms/次
0.500186337 0.498435061 40 0.609547739 0.5 1588
0.501048873 0.499844618 44 0.499497487 0.5 803
0.502492472 0.499912536 30 0.493969849 0.5 752
0.499668925 0.503852598 9 0.507537688 0.5 706
0.50011476 0.499342744 38 0.352261307 0.5 703
0.425246508 0.530272124 1 0.507537688 0.5 695
0.442537205 0.502996532 1 0.507537688 0.5 689
0.488159075 0.530563103 1 0.507537688 0.5 674
0.498916971 0.500013858 37 0.507537688 0.5 695
0.399078682 0.540216726 1 0.507537688 0.5 667
0.500209387 0.498442241 36 0.492462312 0.5 655
0.501106839 0.499914805 44 0.501005025 0.5 680
0.472581488 0.509175046 1 0.507537688 0.5 669
0.506551296 0.467545057 2 0.492462312 0.5 692
0.553018447 0.427740777 2 0.492462312 0.5 668
0.497989536 0.500160198 35 0.507537688 0.5 690
0.473282745 0.511670228 1 0.507537688 0.5 646
0.499571478 0.501942854 45 0.507537688 0.5 692
0.469996679 0.504857789 1 0.507537688 0.5 640
0.508151635 0.495781698 2 0.492462312 0.5 661
0.524115005 0.448622498 2 0.492462312 0.5 661
0.526760569 0.462917322 2 0.492462312 0.5 649
0.499487991 0.500188867 41 0.507537688 0.5 658
0.498867338 0.500544711 41 0.507537688 0.5 684
0.513475234 0.48356191 2 0.492462312 0.5 644
0.471288726 0.535684247 1 0.507537688 0.5 661
0.497973455 0.500415227 37 0.507537688 0.5 641
0.502586561 0.472298674 2 0.492462312 0.5 670
0.453294923 0.512873608 1 0.507537688 0.5 651
0.465113825 0.55991738 1 0.507537688 0.5 658
0.500116619 0.498517894 32 0.733668342 0.5 662
0.499412373 0.50012779 41 0.507537688 0.5 669
0.500083494 0.498964003 38 0.622110553 0.5 648
0.499797342 0.507096355 17 0.507537688 0.5 675
0.498308576 0.500389928 31 0.507537688 0.5 663
0.500053998 0.498822679 40 0.672864322 0.5 661
0.478203917 0.533388683 1 0.507537688 0.5 662
0.495258533 0.503863642 1 0.507537688 0.5 655
0.499825628 0.500378006 39 0.507537688 0.5 663
0.49838063 0.500312711 35 0.507537688 0.5 664
0.499863566 0.500121343 43 0.507537688 0.5 655
0.453447203 0.510900752 1 0.507537688 0.5 670
0.499900946 0.500802906 45 0.507537688 0.5 661
0.497630295 0.500030869 31 0.507537688 0.5 693
0.45517697 0.507199285 1 0.507537688 0.5 647
0.499688482 0.501007375 43 0.507537688 0.5 675
0.464499681 0.509488146 1 0.507537688 0.5 660
0.516505903 0.474411765 2 0.492462312 0.5 662
0.533755447 0.455203207 2 0.492462312 0.5 683
0.539109941 0.496772803 2 0.492462312 0.5 672
0.499616979 0.500593227 47 0.507537688 0.5 693
0.49981247 0.500149307 107 0.507537688 0.5 703
0.500082896 0.499999106 40 0.479396985 0.5 673
0.451412196 0.537902152 1 0.507537688 0.5 705
0.464085617 0.505392594 1 0.507537688 0.5 655
0.49952594 0.503877989 23 0.507537688 0.5 681
0.488287866 0.545764414 1 0.507537688 0.5 683
0.499849794 0.500596476 53 0.507537688 0.5 673
0.499749466 0.501183505 37 0.507537688 0.5 676
0.499919823 0.504180801 21 0.507537688 0.5 685
0.490021354 0.500381039 17 0.507537688 0.5 667
0.492575662 0.533988286 1 0.507537688 0.5 676
0.48690229 0.527712884 1 0.507537688 0.5 668
0.499844753 0.500307195 55 0.507537688 0.5 680
0.499907655 0.504094282 31 0.507537688 0.5 672
0.431018657 0.54222513 1 0.507537688 0.5 661
0.499949036 0.500081211 55 0.507537688 0.5 661
0.50090754 0.499744928 46 0.463819095 0.5 679
0.500159429 0.498049435 36 0.501507538 0.5 668
0.464264244 0.564493721 1 0.507537688 0.5 649
0.497041727 0.500583184 37 0.507537688 0.5 671
0.497364216 0.500174463 33 0.507537688 0.5 683
0.512616638 0.463924236 2 0.492462312 0.5 657
0.497728395 0.5395672 1 0.507537688 0.5 670
0.499635693 0.502778081 31 0.507537688 0.5 669
0.500013996 0.498657645 36 0.549748744 0.5 666
0.499796449 0.501468146 39 0.507537688 0.5 700
0.514897879 0.496817222 2 0.492462312 0.5 670
0.499863404 0.500110447 37 0.507537688 0.5 660
0.500018951 0.499563152 50 0.46281407 0.5 675
0.436166908 0.552502446 1 0.507537688 0.5 648
0.538726491 0.446214134 2 0.492462312 0.5 655
0.524330409 0.482362469 2 0.492462312 0.5 661
0.498162526 0.524799295 1 0.507537688 0.5 658
0.50011985 0.499127922 38 0.453768844 0.5 664
0.506772067 0.468944359 2 0.492462312 0.5 668
0.500057163 0.498813829 24 0.736180905 0.5 669
0.497341409 0.504422104 1 0.507537688 0.5 667
0.499149605 0.502148254 37 0.507537688 0.5 661
0.50011439 0.496109053 6 0.492462312 0.5 661
0.498210649 0.500141423 35 0.507537688 0.5 680
0.48612459 0.500011947 17 0.507537688 0.5 695
0.499971518 0.500211362 47 0.507537688 0.5 683
0.499210903 0.501344618 39 0.507537688 0.5 668
0.484931272 0.56180278 1 0.507537688 0.5 674
0.498867811 0.500170969 37 0.507537688 0.5 666
0.499936444 0.500388161 55 0.507537688 0.5 658
0.458507443 0.570082987 1 0.507537688 0.5 656
0.509740451 0.424667136 2 0.492462312 0.5 654
0.405852901 0.52841933 1 0.507537688 0.5 665
0.499913727 0.502362593 29 0.507537688 0.5 656
0.497070187 0.529851495 1 0.507537688 0.5 661
0.499453355 0.500339371 37 0.507537688 0.5 667
0.501757827 0.499936351 12 0.492462312 0.5 671
0.517665517 0.497420294 2 0.492462312 0.5 662
0.499073983 0.50002741 39 0.507537688 0.5 662
0.464659061 0.510603448 1 0.507537688 0.5 653
0.471226395 0.508540682 1 0.507537688 0.5 680
0.522600251 0.485392447 2 0.492462312 0.5 647
0.437062028 0.531757982 1 0.507537688 0.5 684
0.432703831 0.541752984 1 0.507537688 0.5 685
0.529954853 0.443256739 2 0.492462312 0.5 650
0.484366045 0.517564241 1 0.507537688 0.5 685
0.452417947 0.515389022 1 0.507537688 0.5 664
0.49958581 0.500130747 47 0.507537688 0.5 664
0.453422863 0.525808792 1 0.507537688 0.5 677
0.499882713 0.500780628 35 0.507537688 0.5 668
0.520073378 0.444248553 2 0.492462312 0.5 654
0.493051993 0.511714116 1 0.507537688 0.5 667
0.499286063 0.500790088 39 0.507537688 0.5 675
0.502489351 0.472695786 2 0.492462312 0.5 649
0.454872553 0.519354823 1 0.507537688 0.5 676
0.468462419 0.543821472 1 0.507537688 0.5 704
0.463705339 0.505731988 1 0.507537688 0.5 668
0.536582333 0.461524133 2 0.492462312 0.5 659
0.498478519 0.500350795 41 0.507537688 0.5 674
0.501049251 0.499959814 48 0.504020101 0.5 660
0.435413332 0.530144921 1 0.507537688 0.5 662
0.478202612 0.510988613 1 0.507537688 0.5 662
0.513010549 0.466826545 2 0.492462312 0.5 641
0.410789973 0.523253539 1 0.507537688 0.5 666
0.446764133 0.502808393 1 0.507537688 0.5 646
0.500384444 0.499876212 38 0.772361809 0.5 655
0.50129719 0.499977852 42 0.514070352 0.5 694
0.499892161 0.506965148 27 0.507537688 0.5 640
0.461701084 0.549666599 1 0.507537688 0.5 682
0.499999186 0.505275471 27 0.507537688 0.5 674
0.499717678 0.50129033 37 0.507537688 0.5 657
0.512978084 0.481924075 2 0.492462312 0.5 654
0.520933866 0.492452485 2 0.492462312 0.5 672
0.568313788 0.483502227 2 0.492462312 0.5 671
0.523789853 0.497914468 2 0.492462312 0.5 677
0.50005461 0.499099997 42 0.562311558 0.5 703
0.500203182 0.495365555 26 0.492462312 0.5 706
0.499975546 0.522655436 1 0.507537688 0.5 713
0.499189578 0.500202452 47 0.507537688 0.5 672
0.499421858 0.5001988 41 0.507537688 0.5 651
0.5177118 0.461532621 2 0.492462312 0.5 668
0.500004172 0.494931403 24 0.492462312 0.5 665
0.521650257 0.484142015 2 0.492462312 0.5 666
0.500047036 0.49998469 64 0.463316583 0.5 662
0.499632245 0.500203942 51 0.507537688 0.5 675
0.499295029 0.500017845 33 0.507537688 0.5 651
0.49927436 0.500344003 43 0.507537688 0.5 711
0.485219505 0.601439059 1 0.507537688 0.5 707
0.442760904 0.513375267 1 0.507537688 0.5 679
0.478972801 0.506938795 1 0.507537688 0.5 725
0.553345738 0.443077524 2 0.492462312 0.5 673
0.45570203 0.512211319 1 0.507537688 0.5 657
0.499121772 0.501047794 41 0.507537688 0.5 696
0.479745317 0.552294866 1 0.507537688 0.5 689
0.498767984 0.500154633 35 0.507537688 0.5 732
0.47541402 0.543572013 1 0.507537688 0.5 647
0.50485718 0.484944558 2 0.492462312 0.5 670
0.527987786 0.447258192 2 0.492462312 0.5 693
0.489373646 0.538464942 1 0.507537688 0.5 669
0.498999559 0.500037839 43 0.507537688 0.5 675
0.49894074 0.500418875 37 0.507537688 0.5 666
0.547847484 0.462450394 2 0.492462312 0.5 664
0.499647334 0.500004777 27 0.507537688 0.5 663
0.536175131 0.4244794 2 0.492462312 0.5 651
0.460178186 0.511767268 1 0.507537688 0.5 677
0.551274502 0.486810865 2 0.492462312 0.5 665
0.501408842 0.478295276 2 0.492462312 0.5 705
0.555874646 0.490585012 2 0.492462312 0.5 655
0.499229463 0.50052514 53 0.507537688 0.5 684
0.498602759 0.500364295 29 0.507537688 0.5 686
0.49977243 0.504405843 25 0.507537688 0.5 651
0.501118563 0.499844554 30 0.471356784 0.5 659
0.500163084 0.498943267 48 0.507537688 0.5 694
0.486010032 0.522153425 1 0.507537688 0.5 641
0.499798186 0.500416469 53 0.507537688 0.5 674
0.495449462 0.545542908 1 0.507537688 0.5 653
0.49956907 0.502577304 35 0.507537688 0.5 649
0.4457678 0.55564573 1 0.507537688 0.5 675
0.50006064 0.498363889 20 0.48040201 0.5 685
0.496258642 0.553368488 1 0.507537688 0.5 681
0.515431898 0.49261821 2 0.492462312 0.5 677
0.499930704 0.500613816 51 0.507537688 0.5 694
0.503501522 0.480445206 2 0.492462312 0.5 703
0.498197554 0.500350006 35 0.507537688 0.5 662
0.481203736 0.511836391 1 0.507537688 0.5 691
0.428887116 0.527556984 1 0.507537688 0.5 660
0.43184924 0.509346805 1 0.507537688 0.5 663
0.545871545 0.485078907 2 0.492462312 0.5 672
0.501974081 0.499928675 36 0.453768844 0.5 666
0.49984778 0.50054667 41 0.507537688 0.5 672
0.490904414 0.547444756 1 0.507537688 0.5 669
0.445921243 0.504236155 1 0.507537688 0.5 655
134589
0.399391423 0.600996968 1275 0.514572864 0.4 1005
0.394080808 0.603209147 1819 0.507537688 0.4 1022
0.393819814 0.610360407 1429 0.509045226 0.4 914
0.391409855 0.607070068 2483 0.51758794 0.4 1144
0.383575153 0.620883557 1165 0.508040201 0.4 853
0.380787243 0.610995991 1073 0.509547739 0.4 835
0.396253699 0.605669198 1361 0.508040201 0.4 885
0.392820897 0.609990792 1781 0.509547739 0.4 966
0.391418562 0.603362927 1667 0.527638191 0.4 915
0.392058767 0.609943926 2715 0.511557789 0.4 1174
0.392738867 0.608434783 1241 0.526633166 0.4 854
0.383631566 0.624461244 2247 0.512562814 0.4 1084
0.384356089 0.615238256 2201 0.525628141 0.4 1020
0.383446894 0.613397463 1491 0.523115578 0.4 905
0.394352732 0.610275601 1165 0.507537688 0.4 892
0.394317833 0.600137979 2111 0.508040201 0.4 1001
0.399213452 0.603105204 2407 0.509045226 0.4 1131
0.382405944 0.617146654 1987 0.507537688 0.4 983
0.370392358 0.622661772 1853 0.509045226 0.4 989
0.394358686 0.602066919 1397 0.511557789 0.4 871
0.39150168 0.602727671 4423 0.512060302 0.4 1566
0.386837947 0.609466503 1441 0.509045226 0.4 898
0.391993464 0.607616811 2303 0.516080402 0.4 1045
0.389958458 0.609696462 2715 0.518090452 0.4 1120
0.368174547 0.630689578 3579 0.510552764 0.4 1253
0.390066898 0.614491617 2479 0.529145729 0.4 1107
0.398089308 0.604225763 1707 0.507537688 0.4 940
0.394363289 0.608844605 1863 0.509045226 0.4 1001
0.392803584 0.608046594 793 0.508542714 0.4 777
0.38789847 0.609294884 1441 0.520603015 0.4 913
0.393695863 0.601489354 1409 0.507537688 0.4 894
0.395337678 0.607686014 2651 0.509045226 0.4 1121
0.390574772 0.60226034 1695 0.516080402 0.4 947
0.399087579 0.601711355 3837 0.507537688 0.4 1296
0.396995252 0.606542894 1349 0.512562814 0.4 889
0.395714788 0.608842914 2377 0.509547739 0.4 1067
0.398965261 0.601463619 2053 0.516080402 0.4 1009
0.399553003 0.604420245 1479 0.508040201 0.4 902
0.388178707 0.602616463 1051 0.507537688 0.4 840
0.39253556 0.607583701 2465 0.575376884 0.4 1080
0.398599687 0.604189163 1253 0.507537688 0.4 865
0.390383669 0.606522987 1557 0.593969849 0.4 934
0.397516592 0.603589226 2107 0.507537688 0.4 1042
0.392689976 0.609096069 1217 0.509547739 0.4 868
0.386996324 0.614680636 1557 0.510552764 0.4 934
0.395481002 0.608831809 1987 0.507537688 0.4 1012
0.386655988 0.61708238 2361 0.522110553 0.4 1068
0.395245305 0.603863072 1553 0.516080402 0.4 924
0.364640519 0.631717234 1683 0.509547739 0.4 964
0.390112007 0.612889326 2329 0.507537688 0.4 1052
0.394666779 0.603781101 1033 0.581909548 0.4 831
0.391673554 0.601285969 1263 0.528140704 0.4 869
0.397344036 0.602553808 2361 0.508040201 0.4 1070
0.398498695 0.600411462 2853 0.507035176 0.4 1150
0.388307945 0.607428102 1517 0.518090452 0.4 915
0.389977212 0.607541627 1819 0.514070352 0.4 958
0.381854531 0.617890467 1833 0.512060302 0.4 977
0.395197847 0.604247553 2027 0.507537688 0.4 1012
0.380800597 0.615751123 1989 0.518592965 0.4 1034
0.386808443 0.606214349 2107 0.51758794 0.4 1007
0.395041145 0.600050427 1855 0.520603015 0.4 975
0.399154556 0.608089476 2053 0.518592965 0.4 1000
0.39827222 0.601005102 2411 0.572361809 0.4 1090
0.396158098 0.604123524 1781 0.51758794 0.4 989
0.393863629 0.603448636 2043 0.520603015 0.4 1011
0.386612788 0.617230402 2465 0.556281407 0.4 1078
0.393544524 0.609051735 1667 0.507537688 0.4 942
0.391408853 0.605285976 2437 0.507537688 0.4 1061
0.387951468 0.609329817 1303 0.518090452 0.4 873
0.38135619 0.618612466 2053 0.507537688 0.4 1026
0.388598364 0.61199636 2303 0.526130653 0.4 1036
0.388716512 0.606667286 1517 0.564321608 0.4 925
0.390150609 0.60808592 1349 0.507537688 0.4 865
0.397383542 0.601039709 2031 0.507537688 0.4 1044
0.399854008 0.600923584 1289 0.507537688 0.4 898
0.391983937 0.605957381 2563 0.507537688 0.4 1101
0.39707168 0.606018963 1747 0.518592965 0.4 962
0.377796671 0.621391286 1781 0.518090452 0.4 989
0.387513243 0.610003656 2785 0.524120603 0.4 1137
0.388336474 0.603605231 2135 0.507537688 0.4 1032
0.388144425 0.61166557 1641 0.52160804 0.4 950
0.386093246 0.613657992 1441 0.507537688 0.4 914
0.391385663 0.609188176 1197 0.507537688 0.4 856
0.383957269 0.610916434 1139 0.534170854 0.4 871
0.374632522 0.622816671 2209 0.507537688 0.4 1034
0.392353614 0.604054347 1437 0.511557789 0.4 907
0.399356079 0.600708053 3113 0.522613065 0.4 1184
0.398889637 0.604283047 2597 0.515577889 0.4 1098
0.395486477 0.601410357 2159 0.515075377 0.4 1020
0.377989783 0.614686413 1877 0.511557789 0.4 971
0.391630886 0.606254323 1989 0.667336683 0.4 1043
0.398104373 0.607822103 2113 0.507537688 0.4 1035
0.39539582 0.608090885 1517 0.507537688 0.4 917
0.396475992 0.603966843 1289 0.518090452 0.4 870
0.390452884 0.613844702 1667 0.507537688 0.4 956
0.394084616 0.604192685 1609 0.518592965 0.4 940
0.399432191 0.604303076 1083 0.507537688 0.4 872
0.389161172 0.606508607 2527 0.517085427 0.4 1083
0.386353078 0.609392027 2053 0.511055276 0.4 1012
0.387449266 0.613017896 1517 0.507537688 0.4 921
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293760
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369303
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373345
5.71E-05 0.999943505 6351 0.61758794 8.00E-05 1768
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4.67E-05 0.99995361 7463 0.521105528 8.00E-05 1977
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7.65E-05 0.999926534 7309 0.549748744 8.00E-05 1898
6.65E-05 0.999932698 5649 0.528643216 8.00E-05 1593
2.47E-05 0.999974759 7451 0.525628141 8.00E-05 1953
5.24E-05 0.999945247 8393 0.514070352 8.00E-05 2066
7.44E-05 0.999924612 6351 0.555778894 8.00E-05 1731
5.17E-05 0.999949551 8451 0.538190955 8.00E-05 2144
4.80E-05 0.999951544 6351 0.592462312 8.00E-05 1711
2.82E-05 0.999972528 6327 0.538693467 8.00E-05 1757
5.08E-05 0.999950026 7695 0.523115578 8.00E-05 1939
6.29E-05 0.999937775 9109 0.523115578 8.00E-05 2216
1.89E-05 0.999980916 9505 0.508040201 8.00E-05 2341
3.20E-05 0.999967209 7463 0.512060302 8.00E-05 1944
7.31E-05 0.999926609 9479 0.524120603 8.00E-05 2240
5.12E-05 0.999949426 5403 0.533668342 8.00E-05 1591
2.74E-05 0.999972324 5309 0.508040201 8.00E-05 1569
4.69E-05 0.999953493 6267 0.529145729 8.00E-05 1772
4.45E-05 0.999956393 4861 0.519095477 8.00E-05 1512
7.42E-05 0.999925906 11069 0.508542714 8.00E-05 2578
3.37E-05 0.999966758 8393 0.514572864 8.00E-05 2142
5.94E-05 0.999940533 6155 0.537688442 8.00E-05 1794
2.71E-05 0.999972771 8393 0.513567839 8.00E-05 2114
2.69E-05 0.99997334 7351 0.507537688 8.00E-05 1916
6.26E-05 0.999936772 6133 0.733668342 8.00E-05 1676
6.03E-05 0.999939985 5389 0.518592965 8.00E-05 1582
6.19E-05 0.999939691 6701 0.547236181 8.00E-05 1773
7.91E-05 0.999920619 3837 0.514070352 8.00E-05 1336
7.79E-05 0.999921194 6351 0.604020101 8.00E-05 1740
7.88E-05 0.999920003 7267 0.749748744 8.00E-05 1909
7.61E-05 0.99992225 8321 0.518592965 8.00E-05 2055
6.84E-05 0.999933505 7695 0.507537688 8.00E-05 1974
7.76E-05 0.999925256 8885 0.544221106 8.00E-05 2151
5.59E-05 0.999942064 7649 0.509547739 8.00E-05 1967
7.57E-05 0.999925505 6327 0.507537688 8.00E-05 1816
2.48E-05 0.999974858 5801 0.661809045 8.00E-05 1648
7.25E-05 0.999928123 5825 0.507537688 8.00E-05 1634
4.67E-05 0.999952543 9597 0.507035176 8.00E-05 2296
7.96E-05 0.999921255 9221 0.535678392 8.00E-05 2245
6.91E-05 0.99993057 8393 0.52361809 8.00E-05 2136
4.53E-05 0.999954014 6351 0.567839196 8.00E-05 1761
5.70E-05 0.999942574 9221 0.554271357 8.00E-05 2238
7.46E-05 0.999924326 8923 0.523115578 8.00E-05 2168
6.01E-05 0.999938718 8091 0.589447236 8.00E-05 2051
7.45E-05 0.999924889 7695 0.535678392 8.00E-05 1962
6.23E-05 0.999938346 7451 0.533668342 8.00E-05 1923
6.56E-05 0.999933757 6351 0.533165829 8.00E-05 1751
7.61E-05 0.999923161 9407 0.516080402 8.00E-05 2270
1.94E-05 0.999980685 10095 0.507537688 8.00E-05 2404
7.83E-05 0.999922533 3687 0.528140704 8.00E-05 1325
5.20E-05 0.999948242 10085 0.507537688 8.00E-05 2355
7.58E-05 0.99992347 7233 0.507537688 8.00E-05 1916
4.04E-05 0.999958833 7463 0.517085427 8.00E-05 1964
6.25E-05 0.999937528 3837 0.507537688 8.00E-05 1340
4.41E-05 0.999957737 4861 0.560301508 8.00E-05 1437
7.07E-05 0.99993063 6643 0.716582915 8.00E-05 1780
6.29E-05 0.999937048 7451 0.507537688 8.00E-05 2004
7.12E-05 0.999926797 5797 0.518090452 8.00E-05 1649
6.64E-05 0.999931942 5619 0.519095477 8.00E-05 1651
3.09E-05 0.999969542 5213 0.524120603 8.00E-05 1513
5.94E-05 0.999938584 6351 0.514572864 8.00E-05 1760
7.45E-05 0.999924381 9393 0.509045226 8.00E-05 2252
6.78E-05 0.999932459 6327 0.54120603 8.00E-05 1763
7.64E-05 0.999923473 9507 0.509045226 8.00E-05 2355
6.20E-05 0.999939321 3837 0.508040201 8.00E-05 1315
3.50E-05 0.999965905 8397 0.507537688 8.00E-05 2053
3.69E-05 0.999964229 8397 0.507537688 8.00E-05 2067
5.01E-05 0.999951226 5801 0.534673367 8.00E-05 1610
4.11E-05 0.999958259 7233 0.510050251 8.00E-05 1916
5.12E-05 0.999949229 6681 0.526633166 8.00E-05 1800
5.75E-05 0.999943342 6351 0.524120603 8.00E-05 1770
5.93E-05 0.999939511 5801 0.526633166 8.00E-05 1662
6.76E-05 0.999932163 6825 0.523115578 8.00E-05 1828
7.15E-05 0.999927627 6351 0.620100503 8.00E-05 1736
2.71E-05 0.999973307 6267 0.508040201 8.00E-05 1752
1.70E-05 0.999982743 7463 0.519095477 8.00E-05 1983
6.96E-05 0.9999308 5801 0.70201005 8.00E-05 1665
6.86E-05 0.999931994 6351 0.522613065 8.00E-05 1739
4.92E-05 0.999950399 5825 0.507537688 8.00E-05 1629
7.62E-05 0.999923466 14217 0.508040201 8.00E-05 3072
6.81E-05 0.999932584 6701 0.62361809 8.00E-05 1807
2.42E-05 0.999976364 5309 0.507537688 8.00E-05 1626
2.98E-05 0.99996952 7451 0.507537688 8.00E-05 1943
5.99E-05 0.999940504 4861 0.551758794 8.00E-05 1480
5.41E-05 0.999947499 6323 0.517085427 8.00E-05 1728
7.53E-05 0.999924596 13027 0.534673367 8.00E-05 2937
4.30E-05 0.999956573 5801 0.583417085 8.00E-05 1641
3.57E-05 0.999964529 5801 0.535175879 8.00E-05 1675
6.65E-05 0.999931845 6383 0.51959799 8.00E-05 1768
7.68E-05 0.999923175 5309 0.507537688 8.00E-05 1562
4.10E-05 0.999959754 7233 0.507537688 8.00E-05 1933
7.57E-05 0.999921161 5801 0.690452261 8.00E-05 1644
7.04E-05 0.9999269 6825 0.669346734 8.00E-05 1836
7.69E-05 0.999926202 7151 0.507537688 8.00E-05 1905
4.09E-05 0.999958874 4861 0.53718593 8.00E-05 1475
3.18E-05 0.999969027 5213 0.524120603 8.00E-05 1564
5.60E-05 0.999945018 6351 0.511055276 8.00E-05 1769
7.10E-05 0.999928537 7463 0.509547739 8.00E-05 1889
6.93E-05 0.999930301 7459 0.51758794 8.00E-05 1899
4.65E-05 0.999954725 7831 0.514572864 8.00E-05 1995
3.50E-05 0.999965756 8393 0.55678392 8.00E-05 2121
3.11E-05 0.999970172 5801 0.52160804 8.00E-05 1671
7.73E-05 0.999922084 6239 0.594974874 8.00E-05 1739
3.81E-05 0.999962203 7451 0.508542714 8.00E-05 1957
3.84E-05 0.999961498 9505 0.507537688 8.00E-05 2323
6.25E-05 0.999937422 5213 0.526130653 8.00E-05 1559
7.49E-05 0.999925123 9597 0.515577889 8.00E-05 2332
6.47E-05 0.999935815 6293 0.666834171 8.00E-05 1767
6.21E-05 0.999937967 9419 0.592964824 8.00E-05 2229
9.22E-06 0.999990878 8265 0.507537688 8.00E-05 2151
6.55E-05 0.999934582 5917 0.523115578 8.00E-05 1676
6.27E-05 0.999939394 9727 0.525125628 8.00E-05 2327
7.58E-05 0.999923774 9907 0.512060302 8.00E-05 2370
5.97E-05 0.999938807 6267 0.574371859 8.00E-05 1751
6.29E-05 0.999937218 6293 0.507537688 8.00E-05 1747
4.86E-05 0.9999524 5801 0.522110553 8.00E-05 1635
3.32E-05 0.999967232 6133 0.707035176 8.00E-05 1685
2.70E-05 0.999973259 5801 0.547236181 8.00E-05 1682
6.52E-05 0.999934907 6267 0.508040201 8.00E-05 1715
7.12E-05 0.99993062 7103 0.528140704 8.00E-05 1874
7.06E-05 0.999929146 7233 0.509547739 8.00E-05 1897
7.69E-05 0.999921232 4861 0.52361809 8.00E-05 1493
6.08E-05 0.999939207 6495 0.507537688 8.00E-05 1762
4.07E-05 0.999957016 7233 0.513567839 8.00E-05 1899
4.02E-05 0.999958277 6267 0.522110553 8.00E-05 1730
3.64E-05 0.999963595 8393 0.507537688 8.00E-05 2062
6.77E-05 0.999931141 5677 0.520100503 8.00E-05 1620
3.62E-05 0.999963267 9505 0.510050251 8.00E-05 2240
5.72E-05 0.999942937 12109 0.565829146 8.00E-05 2663
5.55E-05 0.999944019 7233 0.515075377 8.00E-05 1919
4.90E-05 0.999950018 6383 0.566834171 8.00E-05 1731
6.77E-05 0.999934091 5389 0.519095477 8.00E-05 1636
6.59E-05 0.999934203 8665 0.713065327 8.00E-05 2163
6.42E-05 0.999935798 8527 0.525125628 8.00E-05 2113
5.32E-05 0.999946237 5213 0.515075377 8.00E-05 1579
6.26E-05 0.999937941 6825 0.609045226 8.00E-05 1820
6.74E-05 0.999932379 4861 0.532160804 8.00E-05 1528
5.23E-05 0.999947483 10085 0.540201005 8.00E-05 2381
2.95E-05 0.999970456 10163 0.515075377 8.00E-05 2323
7.59E-05 0.999923268 8423 0.569346734 8.00E-05 2077
7.51E-05 0.999924789 6351 0.509045226 8.00E-05 1760
2.82E-05 0.99997191 8265 0.513567839 8.00E-05 2075
4.59E-05 0.999954169 7233 0.520603015 8.00E-05 1895
7.75E-05 0.999925697 4861 0.534170854 8.00E-05 1465
1.54E-05 0.999984705 6267 0.525628141 8.00E-05 1780
4.59E-05 0.999954237 7695 0.510050251 8.00E-05 1955
5.67E-05 0.999943455 5917 0.686934673 8.00E-05 1670
5.89E-05 0.999941316 7233 0.509547739 8.00E-05 1864
6.29E-05 0.999934551 8565 0.586934673 8.00E-05 2108
4.81E-05 0.999952587 7309 0.600502513 8.00E-05 1907
7.53E-05 0.999925552 4861 0.531155779 8.00E-05 1486
5.26E-05 0.999946516 6327 0.507537688 8.00E-05 1733
2.38E-05 0.999976378 6351 0.527135678 8.00E-05 1763
6.03E-05 0.999939788 6351 0.694974874 8.00E-05 1700
4.92E-05 0.999951433 7463 0.561306533 8.00E-05 1893
6.81E-05 0.999936568 6327 0.538190955 8.00E-05 1760
7.74E-05 0.999923037 8397 0.508040201 8.00E-05 2027
5.24E-05 0.999946958 7169 0.622110553 8.00E-05 1870
6.99E-05 0.999928579 5403 0.552261307 8.00E-05 1581
3.82E-05 0.99996101 5801 0.510050251 8.00E-05 1681
5.53E-05 0.999945035 5213 0.520100503 8.00E-05 1517
3.97E-05 0.99996106 7451 0.512060302 8.00E-05 1908
3.62E-05 0.999963546 6351 0.511055276 8.00E-05 1692
5.34E-05 0.999946641 9507 0.51959799 8.00E-05 2257
6.95E-05 0.999932295 5213 0.518592965 8.00E-05 1528
4.77E-05 0.999952201 6267 0.507537688 8.00E-05 1724
2.14E-05 0.999978225 5801 0.538693467 8.00E-05 1627
4.09E-05 0.999958918 7625 0.513065327 8.00E-05 1980
7.74E-05 0.999922848 7649 0.507537688 8.00E-05 1978
2.04E-05 0.999980085 6681 0.519095477 8.00E-05 1811
2.85E-05 0.99997233 9507 0.52160804 8.00E-05 2259
5.92E-05 0.999941169 5731 0.551256281 8.00E-05 1615
7.86E-05 0.999924507 6987 0.512060302 8.00E-05 1917
5.57E-05 0.999943844 7695 0.513065327 8.00E-05 1989
5.92E-05 0.999940141 7451 0.507537688 8.00E-05 1932
6.26E-05 0.999938699 8285 0.510552764 8.00E-05 2065
4.81E-05 0.999950761 7463 0.531658291 8.00E-05 1966
4.57E-05 0.999953124 6351 0.508040201 8.00E-05 1701
6.04E-05 0.999940214 6015 0.507035176 8.00E-05 1662
2.62E-05 0.999974218 5801 0.528140704 8.00E-05 1686
7.49E-05 0.999925378 8991 0.507537688 8.00E-05 2134
6.21E-05 0.999937834 4861 0.534673367 8.00E-05 1513
6.35E-05 0.999937658 7205 0.561306533 8.00E-05 1910
5.50E-05 0.999944895 8321 0.515075377 8.00E-05 2074
4.93E-05 0.999952067 6267 0.534170854 8.00E-05 1717
6.38E-05 0.999937619 7913 0.507537688 8.00E-05 1968
3.60E-05 0.999964132 6351 0.541708543 8.00E-05 1758
4.17E-05 0.99995853 6351 0.514572864 8.00E-05 1720
7.09E-05 0.999928608 6327 0.519095477 8.00E-05 1720
6.90E-05 0.999928837 8397 0.523115578 8.00E-05 2106
4.71E-05 0.999952571 6351 0.553768844 8.00E-05 1739
374053
5.44E-05 0.999944984 9017 0.518592965 7.00E-05 2198
3.44E-05 0.99996499 6015 0.544723618 7.00E-05 1725
6.31E-05 0.999936978 5803 0.57638191 7.00E-05 1660
6.21E-05 0.999938145 6351 0.544221106 7.00E-05 1754
5.86E-05 0.999943634 8265 0.507537688 7.00E-05 2057
6.42E-05 0.999934366 7233 0.507537688 7.00E-05 1955
6.85E-05 0.999931677 6243 0.510552764 7.00E-05 1702
3.13E-05 0.99996951 7169 0.538693467 7.00E-05 1905
4.82E-05 0.999948419 6351 0.532663317 7.00E-05 1769
6.41E-05 0.99993419 9443 0.507537688 7.00E-05 2267
6.23E-05 0.999936695 7451 0.532160804 7.00E-05 1917
4.66E-05 0.999953291 5801 0.511557789 7.00E-05 1637
6.42E-05 0.999935775 16511 0.509045226 7.00E-05 3412
2.81E-05 0.999972198 9973 0.508040201 7.00E-05 2403
4.69E-05 0.999953054 5731 0.557788945 7.00E-05 1622
4.95E-05 0.999951669 7649 0.534170854 7.00E-05 1963
2.70E-05 0.99997243 6307 0.512562814 7.00E-05 1743
5.03E-05 0.999949086 9505 0.507537688 7.00E-05 2300
6.01E-05 0.999939899 5213 0.574371859 7.00E-05 1525
6.54E-05 0.999935211 9013 0.516582915 7.00E-05 2220
4.68E-05 0.99995321 6351 0.542713568 7.00E-05 1780
4.07E-05 0.999960673 5213 0.524623116 7.00E-05 1512
2.47E-05 0.99997525 9505 0.507537688 7.00E-05 2292
6.68E-05 0.999934103 6243 0.533165829 7.00E-05 1658
4.96E-05 0.999950814 11679 0.507537688 7.00E-05 2659
5.57E-05 0.999944792 7233 0.514070352 7.00E-05 1830
6.61E-05 0.999934126 6681 0.552261307 7.00E-05 1760
5.82E-05 0.999942895 7233 0.509045226 7.00E-05 1871
6.73E-05 0.999933331 6015 0.555276382 7.00E-05 1659
6.24E-05 0.999938529 7695 0.515075377 7.00E-05 1971
6.52E-05 0.999935878 6351 0.585929648 7.00E-05 1706
5.62E-05 0.999944431 7267 0.703517588 7.00E-05 1890
3.48E-05 0.999964911 6351 0.515075377 7.00E-05 1697
4.15E-05 0.999958472 6351 0.535678392 7.00E-05 1746
2.63E-05 0.999973574 5801 0.548241206 7.00E-05 1605
4.41E-05 0.999956202 7233 0.507537688 7.00E-05 1886
4.40E-05 0.999955292 5801 0.631155779 7.00E-05 1660
6.19E-05 0.999937176 7459 0.536180905 7.00E-05 1915
2.04E-05 0.999979837 6351 0.638693467 7.00E-05 1721
4.31E-05 0.999956417 10095 0.507537688 7.00E-05 2377
5.52E-05 0.999945901 13837 0.507537688 7.00E-05 3015
1.38E-05 0.999986373 9505 0.508040201 7.00E-05 2228
4.23E-05 0.999957575 6351 0.510050251 7.00E-05 1745
6.73E-05 0.999932926 7267 0.668844221 7.00E-05 1909
4.89E-05 0.999950402 5825 0.513065327 7.00E-05 1678
2.43E-05 0.999975611 7233 0.515577889 7.00E-05 1903
4.43E-05 0.999954951 5015 0.535175879 7.00E-05 1537
6.42E-05 0.999935454 6175 0.510050251 7.00E-05 1694
3.65E-05 0.999963739 8749 0.53919598 7.00E-05 2165
6.46E-05 0.999936138 5829 0.521105528 7.00E-05 1649
6.42E-05 0.999937985 6227 0.726130653 7.00E-05 1766
2.93E-05 0.999968974 5801 0.562311558 7.00E-05 1687
3.98E-05 0.999960725 8277 0.524623116 7.00E-05 2031
3.85E-05 0.999962026 9505 0.509045226 7.00E-05 2274
6.58E-05 0.999933449 12109 0.511055276 7.00E-05 2733
4.78E-05 0.99995234 6351 0.528643216 7.00E-05 1698
5.71E-05 0.999942614 5801 0.55879397 7.00E-05 1620
3.10E-05 0.999968293 5801 0.575376884 7.00E-05 1619
5.92E-05 0.999942032 7309 0.551256281 7.00E-05 1955
6.40E-05 0.999936459 6351 0.588442211 7.00E-05 1764
6.57E-05 0.999933609 5825 0.507537688 7.00E-05 1657
5.89E-05 0.999940064 7463 0.524623116 7.00E-05 1939
3.20E-05 0.999967743 7649 0.507537688 7.00E-05 1917
3.77E-05 0.999962917 9507 0.512562814 7.00E-05 2236
5.98E-05 0.99994107 9597 0.514572864 7.00E-05 2251
5.29E-05 0.999947479 6133 0.769849246 7.00E-05 1688
4.32E-05 0.999957518 9505 0.508040201 7.00E-05 2273
6.18E-05 0.999939237 6175 0.581407035 7.00E-05 1662
1.88E-05 0.99998091 8397 0.507537688 7.00E-05 2064
1.65E-05 0.999984235 6351 0.550753769 7.00E-05 1731
6.30E-05 0.999935724 8277 0.507537688 7.00E-05 2062
5.55E-05 0.999944627 6351 0.612562814 7.00E-05 1727
5.10E-05 0.999950422 6293 0.553266332 7.00E-05 1745
5.45E-05 0.999945697 8749 0.588442211 7.00E-05 2218
6.80E-05 0.999933317 4861 0.527135678 7.00E-05 1468
2.81E-05 0.999972868 8749 0.53919598 7.00E-05 2154
3.05E-05 0.999969674 10095 0.507537688 7.00E-05 2386
2.87E-05 0.999970741 8393 0.52160804 7.00E-05 2044
4.53E-05 0.999955691 5713 0.59798995 7.00E-05 1596
1.65E-05 0.999983087 11679 0.507537688 7.00E-05 2615
5.52E-05 0.999943388 8393 0.51959799 7.00E-05 2090
6.71E-05 0.999932745 6133 0.726130653 7.00E-05 1729
5.30E-05 0.999948648 4861 0.513065327 7.00E-05 1473
4.56E-05 0.999954611 5213 0.540201005 7.00E-05 1531
6.36E-05 0.999936305 6267 0.514070352 7.00E-05 1758
6.29E-05 0.999936734 6825 0.543718593 7.00E-05 1825
5.78E-05 0.999941615 5677 0.512562814 7.00E-05 1630
5.29E-05 0.999947312 8363 0.527135678 7.00E-05 2059
3.45E-05 0.999963162 6351 0.534673367 7.00E-05 1697
4.78E-05 0.999951234 6293 0.507537688 7.00E-05 1698
4.67E-05 0.99995367 5619 0.528643216 7.00E-05 1617
3.69E-05 0.99996302 4861 0.526633166 7.00E-05 1460
6.26E-05 0.999939175 5403 0.545728643 7.00E-05 1536
6.41E-05 0.999935126 8707 0.528643216 7.00E-05 2192
5.41E-05 0.999946445 9819 0.522613065 7.00E-05 2267
5.52E-05 0.999945995 6681 0.511557789 7.00E-05 1789
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380420
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411599
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1.52E-05 0.9999848 9507 0.559798995 5.00E-05 2384
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400576
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1.79E-05 0.999981574 8265 0.507537688 4.00E-05 2013
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3.63E-05 0.999964218 7649 0.509045226 4.00E-05 1894
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1.73E-05 0.999982877 8321 0.507537688 4.00E-05 2021
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2.77E-05 0.999972001 6175 0.512562814 4.00E-05 1675
3.83E-05 0.999961583 10085 0.512562814 4.00E-05 2318
2.98E-05 0.99996994 8393 0.508040201 4.00E-05 2018
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2.26E-05 0.999976494 5801 0.630653266 4.00E-05 1628
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7.10E-06 0.999992641 5801 0.536683417 4.00E-05 1578
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219197
1.76E-05 0.99998248 10999 0.507537688 3.00E-05 2505
1.94E-05 0.999980755 8393 0.530150754 3.00E-05 2020
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1.54E-05 0.999984922 6351 0.507537688 3.00E-05 1713
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2.12E-05 0.999978833 8259 0.514572864 3.00E-05 2077
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2.04E-05 0.999979535 7695 0.523115578 3.00E-05 1981
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2.60E-05 0.999974416 6863 0.545728643 3.00E-05 1804
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7.97E-06 0.999991814 9017 0.518090452 3.00E-05 2137
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9.16E-06 0.999990917 7695 0.511557789 3.00E-05 1943
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2.58E-05 0.999974556 8931 0.509045226 3.00E-05 2121
1.62E-05 0.999983693 8393 0.509547739 3.00E-05 2020
2.63E-05 0.999973831 15831 0.514572864 3.00E-05 3334
1.05E-05 0.999989435 9085 0.511557789 3.00E-05 2144
2.05E-05 0.99997929 8749 0.594974874 3.00E-05 2146
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1.97E-05 0.999980295 8259 0.520603015 3.00E-05 2020
1.45E-05 0.99998541 9505 0.515577889 3.00E-05 2347
1.44E-05 0.999985572 7233 0.507537688 3.00E-05 1881
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2.06E-05 0.999978715 7695 0.513065327 3.00E-05 1898
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2.65E-05 0.999973418 7233 0.511557789 3.00E-05 1864
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2.58E-05 0.999974282 10999 0.507537688 3.00E-05 2472
1.38E-05 0.999986665 8265 0.507537688 3.00E-05 2020
1.78E-05 0.9999824 9505 0.508040201 3.00E-05 2208
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9.65E-06 0.999990266 8393 0.516080402 3.00E-05 2004
1.88E-05 0.999981326 8749 0.532663317 3.00E-05 2105
1.59E-05 0.999984762 7463 0.513065327 3.00E-05 1851
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2.51E-05 0.99997544 6351 0.540703518 3.00E-05 1722
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5.25E-06 0.999994825 10085 0.507537688 3.00E-05 2303
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2.45E-05 0.999976129 4861 0.536683417 3.00E-05 1439
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2.66E-05 0.999973157 6419 0.507537688 3.00E-05 1679
4.44E-06 0.999995537 9505 0.507537688 3.00E-05 2176
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2.88E-05 0.999970856 6175 0.520603015 3.00E-05 1677
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420947
9.02E-06 0.999991004 6351 0.608542714 2.00E-05 1793
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448500
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6.01E-06 0.999993965 14857 0.509547739 8.00E-06 3037
4.31E-06 0.999995737 10623 0.507537688 8.00E-06 2348
3.75E-06 0.999996155 8265 0.516080402 8.00E-06 2003
2.22E-06 0.999997753 11679 0.508040201 8.00E-06 2549
3.06E-06 0.999996875 10085 0.51758794 8.00E-06 2362
4.32E-06 0.999995541 10095 0.507537688 8.00E-06 2284
7.07E-06 0.999993015 8659 0.740201005 8.00E-06 2035
3.78E-06 0.999996274 9969 0.509547739 8.00E-06 2236
7.87E-06 0.999992172 10095 0.507537688 8.00E-06 2258
6.79E-06 0.999993139 8393 0.508040201 8.00E-06 2003
6.66E-06 0.999993452 13575 0.528140704 8.00E-06 2824
4.72E-06 0.999995228 15821 0.507537688 8.00E-06 3203
5.39E-06 0.99999457 8749 0.549246231 8.00E-06 2034
7.94E-06 0.999992055 30087 0.507537688 8.00E-06 5496
508114
6.39E-06 0.999993601 10085 0.617085427 7.00E-06 2253
6.08E-06 0.999993781 9969 0.507537688 7.00E-06 2255
5.37E-06 0.999994515 13833 0.510552764 7.00E-06 2863
6.71E-06 0.999993352 9567 0.510050251 7.00E-06 2182
4.58E-06 0.999995391 8749 0.56281407 7.00E-06 2050
3.58E-06 0.999996282 10085 0.528140704 7.00E-06 2253
2.88E-06 0.999997145 9907 0.515577889 7.00E-06 2237
3.69E-06 0.999996346 12711 0.509045226 7.00E-06 2692
2.26E-06 0.999997777 14603 0.507537688 7.00E-06 2974
6.73E-06 0.99999334 13833 0.512060302 7.00E-06 2861
4.02E-06 0.999995807 9017 0.529145729 7.00E-06 2081
5.31E-06 0.999994801 18281 0.509045226 7.00E-06 3630
2.77E-06 0.999997175 10085 0.507537688 7.00E-06 2252
4.32E-06 0.999995713 10623 0.52160804 7.00E-06 2331
2.31E-06 0.9999977 10889 0.507537688 7.00E-06 2394
4.16E-06 0.999995796 8393 0.512562814 7.00E-06 2038
4.60E-06 0.999995481 8749 0.514572864 7.00E-06 2088
3.96E-06 0.999996062 10095 0.507537688 7.00E-06 2299
5.39E-06 0.999994487 13367 0.507537688 7.00E-06 2785
1.48E-06 0.999998466 8393 0.507537688 7.00E-06 1991
5.24E-06 0.999994633 9017 0.517085427 7.00E-06 2088
4.85E-06 0.999995126 10095 0.507537688 7.00E-06 2284
6.49E-06 0.999993523 21065 0.511557789 7.00E-06 4103
6.06E-06 0.999994066 17263 0.594974874 7.00E-06 3476
6.03E-06 0.999994171 9505 0.508542714 7.00E-06 2144
6.61E-06 0.999993594 8393 0.509045226 7.00E-06 1989
4.85E-06 0.999995051 11513 0.508040201 7.00E-06 2472
5.24E-06 0.999994714 10543 0.522613065 7.00E-06 2362
6.41E-06 0.999993652 10095 0.507537688 7.00E-06 2271
2.70E-06 0.999997284 10095 0.507537688 7.00E-06 2261
3.30E-06 0.999996628 9969 0.509045226 7.00E-06 2237
5.30E-06 0.99999472 10727 0.530150754 7.00E-06 2363
2.54E-06 0.999997415 10085 0.513065327 7.00E-06 2301
6.08E-06 0.999993968 9103 0.513567839 7.00E-06 2128
5.49E-06 0.999994381 10095 0.507537688 7.00E-06 2253
6.78E-06 0.999993119 11679 0.510552764 7.00E-06 2521
6.62E-06 0.999993497 10427 0.510050251 7.00E-06 2300
3.59E-06 0.999996563 9907 0.512060302 7.00E-06 2237
4.36E-06 0.999995713 10095 0.507537688 7.00E-06 2253
6.19E-06 0.999993734 16491 0.507537688 7.00E-06 3307
6.38E-06 0.999993606 18729 0.525125628 7.00E-06 3633
5.54E-06 0.999994384 14915 0.611557789 7.00E-06 3035
5.91E-06 0.999993873 10889 0.510552764 7.00E-06 2399
3.14E-06 0.999996872 10085 0.514572864 7.00E-06 2284
2.69E-06 0.999997304 10085 0.516080402 7.00E-06 2300
5.77E-06 0.999994261 21675 0.508040201 7.00E-06 4161
6.62E-06 0.999993125 8265 0.510552764 7.00E-06 1980
3.85E-06 0.999996015 10085 0.53718593 7.00E-06 2263
5.53E-06 0.999994496 10095 0.507537688 7.00E-06 2285
6.32E-06 0.999993695 10095 0.507537688 7.00E-06 2298
3.62E-06 0.999996455 10095 0.507537688 7.00E-06 2272
6.65E-07 0.999999345 20091 0.507537688 7.00E-06 3864
2.90E-06 0.999997021 8393 0.514070352 7.00E-06 1987
4.41E-06 0.99999563 10085 0.532160804 7.00E-06 2253
5.84E-06 0.999994238 10313 0.51758794 7.00E-06 2300
4.97E-06 0.999995282 13833 0.513065327 7.00E-06 2909
1.53E-06 0.999998451 10999 0.507537688 7.00E-06 2413
3.90E-06 0.999996061 8749 0.53919598 7.00E-06 2081
6.97E-06 0.999993113 14231 0.507537688 7.00E-06 2980
3.40E-06 0.999996571 11059 0.507537688 7.00E-06 2456
6.30E-06 0.999993772 10085 0.51758794 7.00E-06 2262
4.17E-06 0.999995959 10543 0.510050251 7.00E-06 2346
6.95E-06 0.999993199 10095 0.507537688 7.00E-06 2285
3.09E-06 0.999996954 13833 0.511055276 7.00E-06 2895
4.00E-06 0.999996054 8749 0.561306533 7.00E-06 2050
6.53E-06 0.999993294 8749 0.518090452 7.00E-06 2050
6.79E-06 0.999993346 10095 0.507537688 7.00E-06 2288
4.32E-06 0.999995745 10889 0.534673367 7.00E-06 2395
4.41E-06 0.999995598 9907 0.510050251 7.00E-06 2253
3.92E-06 0.99999608 20091 0.507537688 7.00E-06 3928
6.76E-06 0.999993198 16223 0.529648241 7.00E-06 3301
3.65E-06 0.999996361 9907 0.514070352 7.00E-06 2221
3.51E-06 0.999996424 10999 0.507537688 7.00E-06 2420
2.79E-06 0.999997216 10085 0.512562814 7.00E-06 2316
6.90E-07 0.9999993 14603 0.507537688 7.00E-06 3019
3.80E-06 0.999996236 9443 0.508542714 7.00E-06 2175
5.51E-06 0.99999448 10095 0.507537688 7.00E-06 2269
6.66E-06 0.999993432 9907 0.52160804 7.00E-06 2237
5.48E-06 0.999994381 11085 0.507537688 7.00E-06 2445
4.91E-06 0.999995282 9085 0.509547739 7.00E-06 2175
5.65E-06 0.999994452 10999 0.51959799 7.00E-06 2442
6.88E-06 0.999993148 10427 0.513567839 7.00E-06 2315
4.15E-06 0.999995725 13575 0.518090452 7.00E-06 2870
5.96E-06 0.999993948 12711 0.524623116 7.00E-06 2690
6.78E-06 0.999993137 9907 0.507537688 7.00E-06 2257
6.41E-06 0.999993583 26213 0.51959799 7.00E-06 4874
4.44E-06 0.999995483 10543 0.520603015 7.00E-06 2316
6.66E-06 0.999993134 10967 0.509045226 7.00E-06 2409
4.16E-06 0.999995762 12263 0.52361809 7.00E-06 2645
2.73E-06 0.999997306 12263 0.509547739 7.00E-06 2628
6.49E-06 0.999993554 11679 0.511055276 7.00E-06 2535
3.80E-06 0.999996199 10095 0.507537688 7.00E-06 2271
2.04E-06 0.9999979 8749 0.714070352 7.00E-06 2081
2.32E-06 0.999997679 8393 0.508542714 7.00E-06 2003
6.40E-06 0.99999365 21675 0.510050251 7.00E-06 4170
4.87E-06 0.999995219 10809 0.521105528 7.00E-06 2369
1.23E-06 0.999998763 13683 0.507537688 7.00E-06 2854
3.41E-06 0.999996594 10095 0.507537688 7.00E-06 2255
5.15E-06 0.999994658 18389 0.518090452 7.00E-06 3651
1.56E-06 0.999998477 10085 0.522613065 7.00E-06 2253
5.29E-06 0.999994757 13141 0.510050251 7.00E-06 2772
5.89E-06 0.99999402 10057 0.524120603 7.00E-06 2261
5.06E-06 0.999994938 8991 0.507537688 7.00E-06 2083
6.19E-06 0.99999386 23571 0.519095477 7.00E-06 4480
3.29E-06 0.999996659 13833 0.508040201 7.00E-06 2849
6.93E-06 0.999993152 10623 0.575879397 7.00E-06 2346
5.44E-06 0.999994636 9505 0.507537688 7.00E-06 2179
5.92E-06 0.999994112 21021 0.524120603 7.00E-06 4109
6.74E-06 0.99999324 9017 0.525628141 7.00E-06 2135
6.38E-06 0.999993845 16859 0.539698492 7.00E-06 3361
3.68E-06 0.999996362 9907 0.526633166 7.00E-06 2269
6.72E-06 0.9999933 38557 0.508040201 7.00E-06 6870
5.38E-06 0.999994512 13833 0.510050251 7.00E-06 2864
5.58E-06 0.999994558 10543 0.538693467 7.00E-06 2315
2.78E-06 0.99999724 9907 0.507537688 7.00E-06 2276
3.19E-06 0.999996846 10999 0.507537688 7.00E-06 2425
5.43E-06 0.999994403 26219 0.552261307 7.00E-06 4850
5.37E-06 0.999994601 9085 0.507537688 7.00E-06 2135
5.74E-06 0.999994224 13203 0.510050251 7.00E-06 2754
5.11E-06 0.999994662 10085 0.508040201 7.00E-06 2259
4.77E-06 0.999995303 10085 0.510552764 7.00E-06 2253
2.02E-06 0.999997978 8749 0.697487437 7.00E-06 2058
1.91E-06 0.999998081 8265 0.507537688 7.00E-06 1972
5.55E-06 0.999994427 10967 0.511557789 7.00E-06 2394
6.37E-06 0.999993654 14513 0.507537688 7.00E-06 3005
1.95E-06 0.999998071 10085 0.507537688 7.00E-06 2261
4.99E-06 0.999995096 9443 0.510552764 7.00E-06 2159
3.51E-06 0.999996587 10623 0.51959799 7.00E-06 2331
6.63E-06 0.999993166 9969 0.508040201 7.00E-06 2253
5.70E-06 0.999994293 10085 0.532160804 7.00E-06 2260
5.59E-06 0.99999449 10427 0.507537688 7.00E-06 2315
6.79E-06 0.999993422 10313 0.509045226 7.00E-06 2316
5.97E-06 0.999994021 16697 0.520100503 7.00E-06 3382
5.82E-06 0.999994265 9505 0.514070352 7.00E-06 2192
5.33E-06 0.999994612 8393 0.519095477 7.00E-06 2019
2.59E-06 0.999997372 13271 0.515577889 7.00E-06 2816
2.61E-06 0.999997406 28257 0.507537688 7.00E-06 5211
5.72E-06 0.99999431 8397 0.507537688 7.00E-06 1994
5.04E-06 0.999994808 10313 0.626130653 7.00E-06 2300
3.89E-06 0.999996202 10999 0.507537688 7.00E-06 2444
5.46E-06 0.999994614 8393 0.535175879 7.00E-06 1986
8.24E-07 0.999999168 10999 0.507537688 7.00E-06 2410
6.86E-06 0.999993216 11679 0.509045226 7.00E-06 2556
2.15E-06 0.999997843 11679 0.507537688 7.00E-06 2541
4.68E-06 0.999995257 14231 0.512562814 7.00E-06 2974
4.84E-06 0.999995107 11085 0.507537688 7.00E-06 2470
5.12E-06 0.999994957 8393 0.509045226 7.00E-06 1987
6.64E-06 0.999993364 7625 0.529145729 7.00E-06 1862
6.57E-06 0.999993441 8749 0.561306533 7.00E-06 2034
5.06E-06 0.999994926 18393 0.507537688 7.00E-06 3614
5.01E-06 0.999995033 12711 0.549748744 7.00E-06 2682
6.36E-06 0.999993442 10623 0.507537688 7.00E-06 2347
4.03E-06 0.999996157 13575 0.513567839 7.00E-06 2818
5.08E-06 0.999994948 16347 0.546733668 7.00E-06 3278
6.11E-06 0.999993909 23679 0.513065327 7.00E-06 4442
6.20E-06 0.999993703 10623 0.509045226 7.00E-06 2347
5.81E-06 0.999994325 9085 0.512562814 7.00E-06 2128
6.23E-06 0.999993805 13575 0.523115578 7.00E-06 2907
3.70E-06 0.999996178 12103 0.507537688 7.00E-06 2597
5.50E-06 0.999994734 14465 0.584422111 7.00E-06 3005
6.02E-06 0.999993675 8265 0.510050251 7.00E-06 1971
3.33E-06 0.999996658 8393 0.511557789 7.00E-06 1990
5.19E-06 0.999994912 12263 0.510552764 7.00E-06 2613
7.65E-07 0.99999921 11679 0.507537688 7.00E-06 2536
6.67E-06 0.999993243 18661 0.555778894 7.00E-06 3692
6.40E-06 0.999993901 9085 0.507537688 7.00E-06 2097
6.40E-06 0.999993527 10427 0.507537688 7.00E-06 2329
3.23E-06 0.999996745 10095 0.507537688 7.00E-06 2309
2.66E-06 0.999997305 9505 0.507537688 7.00E-06 2190
5.65E-06 0.99999437 9969 0.508040201 7.00E-06 2254
6.13E-06 0.999993896 9109 0.521105528 7.00E-06 2125
6.89E-06 0.999993041 9505 0.511055276 7.00E-06 2213
3.43E-06 0.999996688 6351 0.544221106 7.00E-06 1692
6.87E-06 0.999993044 10095 0.507537688 7.00E-06 2273
3.45E-06 0.99999655 9085 0.507537688 7.00E-06 2096
6.85E-06 0.999993095 11703 0.508040201 7.00E-06 2550
4.02E-06 0.999995947 10999 0.522110553 7.00E-06 2442
5.05E-06 0.999994816 7695 0.509045226 7.00E-06 1878
5.39E-06 0.999994489 11679 0.51959799 7.00E-06 2502
5.09E-06 0.999994758 10999 0.529648241 7.00E-06 2441
5.84E-06 0.999994201 19475 0.540703518 7.00E-06 3769
2.67E-06 0.999997414 9567 0.514572864 7.00E-06 2174
6.47E-06 0.999993552 10095 0.507537688 7.00E-06 2269
2.58E-06 0.999997431 11679 0.508040201 7.00E-06 2534
5.05E-06 0.999994828 8749 0.777889447 7.00E-06 2061
3.85E-06 0.999996249 14231 0.507537688 7.00E-06 2979
3.50E-06 0.999996542 10085 0.507537688 7.00E-06 2300
5.03E-06 0.999994848 11679 0.507537688 7.00E-06 2518
3.80E-06 0.999996177 18393 0.507537688 7.00E-06 3651
5.27E-06 0.999994617 19815 0.509547739 7.00E-06 3970
5.25E-06 0.999994572 7649 0.60201005 7.00E-06 1910
2.16E-06 0.999997881 12711 0.507537688 7.00E-06 2716
2.56E-06 0.999997482 10999 0.507537688 7.00E-06 2442
5.49E-06 0.999994638 21043 0.547236181 7.00E-06 4155
6.49E-06 0.999993536 8265 0.508542714 7.00E-06 2003
1.86E-06 0.999998055 10623 0.508040201 7.00E-06 2403
5.50E-06 0.999994313 8749 0.58241206 7.00E-06 2099
6.71E-06 0.999993246 11679 0.542713568 7.00E-06 2559
4.37E-06 0.999995558 10085 0.605527638 7.00E-06 2287
512734
3.64E-06 0.999996457 9017 0.516080402 6.00E-06 2137
3.77E-06 0.999996256 10999 0.526130653 6.00E-06 2414
4.96E-06 0.999995007 10095 0.507537688 6.00E-06 2301
4.40E-06 0.999995543 9507 0.682914573 6.00E-06 2254
3.76E-06 0.999996292 9505 0.507537688 6.00E-06 2207
2.88E-06 0.999997133 13833 0.507537688 6.00E-06 2900
3.10E-06 0.999996938 17233 0.509045226 6.00E-06 3428
5.02E-06 0.999994906 6351 0.532663317 6.00E-06 1676
4.82E-06 0.999995003 13833 0.516080402 6.00E-06 2928
5.64E-06 0.999994203 8555 0.519095477 6.00E-06 2035
2.90E-06 0.999997108 9907 0.519095477 6.00E-06 2270
5.16E-06 0.999994867 10889 0.507537688 6.00E-06 2435
5.37E-06 0.999994682 9407 0.526633166 6.00E-06 2208
2.19E-06 0.999997795 20995 0.507537688 6.00E-06 4133
5.86E-06 0.999994241 30123 0.507537688 6.00E-06 5618
3.46E-06 0.999996674 11327 0.518592965 6.00E-06 2525
4.00E-06 0.999996084 11679 0.508040201 6.00E-06 2582
7.77E-07 0.999999217 11679 0.507537688 6.00E-06 2567
5.09E-06 0.99999485 13833 0.527135678 6.00E-06 2937
5.13E-06 0.999994978 19501 0.52361809 6.00E-06 3875
4.70E-06 0.999995053 10085 0.511055276 6.00E-06 2255
3.75E-06 0.999996131 10427 0.507537688 6.00E-06 2364
3.48E-06 0.999996431 10999 0.51959799 6.00E-06 2439
2.90E-06 0.99999707 10085 0.527135678 6.00E-06 2270
5.35E-06 0.999994721 8265 0.51959799 6.00E-06 2019
4.52E-06 0.999995545 7233 0.55879397 6.00E-06 1800
1.14E-06 0.999998836 13833 0.507537688 6.00E-06 2863
4.88E-06 0.999994961 10623 0.507537688 6.00E-06 2348
4.50E-06 0.999995512 21675 0.507537688 6.00E-06 4205
5.03E-06 0.999994904 10095 0.507537688 6.00E-06 2256
3.41E-06 0.999996647 8393 0.508542714 6.00E-06 2005
4.26E-06 0.999995607 10085 0.515577889 6.00E-06 2273
4.96E-06 0.999995087 10095 0.508542714 6.00E-06 2301
5.21E-06 0.999994808 19503 0.517085427 6.00E-06 3841
3.28E-06 0.999996796 11679 0.507537688 6.00E-06 2560
5.72E-06 0.999994425 8393 0.507537688 6.00E-06 2021
5.17E-06 0.999994633 15209 0.526130653 6.00E-06 3133
5.83E-06 0.999994187 19331 0.508040201 6.00E-06 3858
4.90E-06 0.999995179 11513 0.509547739 6.00E-06 2520
1.92E-06 0.999998044 10095 0.507537688 6.00E-06 2317
4.60E-06 0.999995367 19501 0.509547739 6.00E-06 3892
5.56E-06 0.999994512 8665 0.753768844 6.00E-06 2082
1.25E-06 0.999998769 10999 0.507537688 6.00E-06 2460
5.88E-06 0.99999414 9729 0.570854271 6.00E-06 2276
5.71E-06 0.999994366 9907 0.510552764 6.00E-06 2840
5.79E-06 0.999994178 9443 0.51758794 6.00E-06 2379
5.19E-06 0.99999478 10095 0.507537688 6.00E-06 2291
5.35E-06 0.999994597 19593 0.507537688 6.00E-06 3823
5.74E-06 0.999994241 28699 0.531155779 6.00E-06 5421
3.65E-06 0.999996251 10095 0.507537688 6.00E-06 2317
2.17E-06 0.999997807 9505 0.516080402 6.00E-06 2226
4.78E-06 0.999995367 9907 0.520100503 6.00E-06 2269
1.76E-06 0.999998239 13833 0.510050251 6.00E-06 2893
5.65E-06 0.999994221 9969 0.510050251 6.00E-06 2288
5.51E-06 0.999994285 13553 0.508040201 6.00E-06 2897
5.78E-06 0.999994377 10085 0.521105528 6.00E-06 2308
5.02E-06 0.999994804 8393 0.513567839 6.00E-06 2014
2.42E-06 0.999997609 10427 0.523115578 6.00E-06 2364
5.46E-06 0.999994583 26693 0.524623116 6.00E-06 5074
6.00E-06 0.999994173 8393 0.508040201 6.00E-06 2005
1.92E-06 0.999998045 9505 0.507537688 6.00E-06 2192
5.22E-06 0.999994763 11085 0.515577889 6.00E-06 2480
2.51E-06 0.999997477 9507 0.593969849 6.00E-06 2229
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612527
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866557
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1005014
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1186006
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1401143
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3.74E-08 0.999999963 31671 0.507537688 1.00E-07 5833
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5.95E-08 0.99999994 29497 0.516080402 1.00E-07 5533
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3.79E-08 0.999999963 39493 0.510050251 1.00E-07 7315
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9.55E-08 0.999999907 89053 0.510050251 1.00E-07 15097
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4.84E-08 0.999999954 11513 0.514572864 1.00E-07 2591
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1.70E-08 0.999999983 22707 0.507537688 1.00E-07 4380
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4.22E-08 0.999999957 16347 0.554271357 1.00E-07 3530
6.81E-08 0.999999933 23267 0.528140704 1.00E-07 4685
1866415